# Outfit matcher (`outfit-matcher`)

> Upload a styled outfit photo and match pieces to items in a product catalog (experimental vision matching).

**Status:** beta
**Entry URL (sign-in required):** https://localhost:10000/app/outfit-matcher
**Audience:** E-commerce, merchandising, and catalog teams.
**Note:** This template is tracked outside the main Creative registry (supplemental or onboarding-only entry).

## When this template applies

A user says "match this outfit photo to my catalog SKUs" — experimental vision-based matching.

## Inputs (typical)

Apiway Creative templates accept a combination of the following depending on the workflow:
- **Garment image(s):** flat-lay, on-model, or mannequin photos of the apparel.
- **Person / model image:** a photo of the person to dress (try-on workflows).
- **Reference image:** mood / pose / campaign reference (reference and styled-photoset flows).
- **Prompt:** plain-text description of the desired output.
- **Pose / aspect ratio / resolution:** UI selectors per template; resolution options depend on the model picked (see https://localhost:10000/llms/pricing.txt).

## Output

One or more JPG images saved to the user's gallery. Resolution up to 4K depending on plan and model. Outputs may be downloaded individually or organized into folders.

## Cost

Per-generation credit cost depends on the **model** (Nano Banana, Nano Banana Pro, Nano Banana 2) and **resolution** (1K / 2K / 4K). See https://localhost:10000/llms/pricing.txt for the full matrix. Reference Photoshoots use a flat-base credit cost on the first pipeline step.

## Limitations

- Outputs are AI-generated and require human QA before publishing.
- This template is **beta** — UI and quality may change.
- No automated tool can guarantee legal rights for every output (model likeness, trademark). Review brand and platform policies before commercial use.

## Related

- Compact site brief: https://localhost:10000/llms.txt
- All templates: https://localhost:10000/llms/templates.txt
- Pricing: https://localhost:10000/llms/pricing.txt
- Long-form brief: https://localhost:10000/llms-full.txt

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*Generated on 2026-05-01. Source: `app/app/Creative/(templates)/registry.ts` (registry) + `lib/llms-txt.ts` (supplemental + onboarding fallbacks).*